Explicit Stabilised Gradient Descent for Faster Strongly Convex Optimisation

Armin Eftekhari, Bart Vandereycken, Gilles Vilmart +1

This paper introduces the Runge-Kutta Chebyshev descent method (RKCD) for strongly convex optimisation problems. This new algorithm is based on explicit stabilised integrators for…